conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
Multi-Reference Preference Optimization for Large Language Models AAAI 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner EMNLP 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity EMNLP 2025
Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users EMNLP 2025
Developing LLM-Powered Trustworthy Agents for Personalized Learning Support AAAI 2025
Aligning to What? Limits to RLHF Based Alignment NAACL 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025
Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025
Towards Human Understanding of Paraphrase Types in Large Language Models COLING 2025
Why Does ChatGPT “Delve” So Much? Exploring the Sources of Lexical Overrepresentation in Large Language Models COLING 2025
BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025
Enhancing RLHF with Human Gaze Modeling EMNLP 2025